Namespace Google.Apis.DataLabeling.v1beta1.Data

AnnotatedDataset is a set holding annotations for data in a Dataset. Each labeling task will generate an AnnotatedDataset under the Dataset that the task is requested for.

GoogleCloudDatalabelingV1beta1AnnotatedDatasetMetadata

Metadata on AnnotatedDataset.

GoogleCloudDatalabelingV1beta1Annotation

Annotation for Example. Each example may have one or more annotations. For example in image classification problem, each image might have one or more labels. We call labels binded with this image an Annotation.

GoogleCloudDatalabelingV1beta1AnnotationMetadata

Additional information associated with the annotation.

GoogleCloudDatalabelingV1beta1AnnotationSpec

Container of information related to one possible annotation that can be used in a labeling task. For example, an image classification task where images are labeled as dog or cat must reference an AnnotationSpec for dog and an AnnotationSpec for cat.

GoogleCloudDatalabelingV1beta1AnnotationSpecSet

An AnnotationSpecSet is a collection of label definitions. For example, in image classification tasks, you define a set of possible labels for images as an AnnotationSpecSet. An AnnotationSpecSet is immutable upon creation.

GoogleCloudDatalabelingV1beta1AnnotationSpecSetConfig

Annotation spec set with the setting of allowing multi labels or not.

GoogleCloudDatalabelingV1beta1AnnotationValue

Annotation value for an example.

GoogleCloudDatalabelingV1beta1Attempt

Records a failed evaluation job run.

GoogleCloudDatalabelingV1beta1BigQuerySource

The BigQuery location for input data. If used in an EvaluationJob, this is where the service saves the prediction input and output sampled from the model version.

GoogleCloudDatalabelingV1beta1BoundingBoxEvaluationOptions

Options regarding evaluation between bounding boxes.

GoogleCloudDatalabelingV1beta1BoundingPoly

A bounding polygon in the image.

GoogleCloudDatalabelingV1beta1BoundingPolyConfig

Config for image bounding poly (and bounding box) human labeling task.

GoogleCloudDatalabelingV1beta1ClassificationMetadata

Metadata for classification annotations.

GoogleCloudDatalabelingV1beta1ClassificationMetrics

Metrics calculated for a classification model.

GoogleCloudDatalabelingV1beta1ConfidenceMetricsEntry

GoogleCloudDatalabelingV1beta1ConfusionMatrix

Confusion matrix of the model running the classification. Only applicable when the metrics entry aggregates multiple labels. Not applicable when the entry is for a single label.

GoogleCloudDatalabelingV1beta1ConfusionMatrixEntry

GoogleCloudDatalabelingV1beta1CreateAnnotationSpecSetRequest

Request message for CreateAnnotationSpecSet.

GoogleCloudDatalabelingV1beta1CreateDatasetRequest

Request message for CreateDataset.

GoogleCloudDatalabelingV1beta1CreateEvaluationJobRequest

Request message for CreateEvaluationJob.

GoogleCloudDatalabelingV1beta1CreateInstructionMetadata

Metadata of a CreateInstruction operation.

GoogleCloudDatalabelingV1beta1CreateInstructionRequest

Request message for CreateInstruction.

GoogleCloudDatalabelingV1beta1CsvInstruction

Deprecated: this instruction format is not supported any more. Instruction from a CSV file.

GoogleCloudDatalabelingV1beta1DataItem

DataItem is a piece of data, without annotation. For example, an image.

GoogleCloudDatalabelingV1beta1Dataset

Dataset is the resource to hold your data. You can request multiple labeling tasks for a dataset while each one will generate an AnnotatedDataset.

GoogleCloudDatalabelingV1beta1Evaluation

Describes an evaluation between a machine learning model's predictions and ground truth labels. Created when an EvaluationJob runs successfully.

GoogleCloudDatalabelingV1beta1EvaluationConfig

Configuration details used for calculating evaluation metrics and creating an Evaluation.

GoogleCloudDatalabelingV1beta1EvaluationJob

Defines an evaluation job that runs periodically to generate Evaluations. Creating an evaluation job is the starting point for using continuous evaluation.

GoogleCloudDatalabelingV1beta1EvaluationJobAlertConfig

Provides details for how an evaluation job sends email alerts based on the results of a run.

GoogleCloudDatalabelingV1beta1EvaluationJobConfig

Configures specific details of how a continuous evaluation job works. Provide this configuration when you create an EvaluationJob.

GoogleCloudDatalabelingV1beta1EvaluationMetrics

GoogleCloudDatalabelingV1beta1EventConfig

Config for video event human labeling task.

GoogleCloudDatalabelingV1beta1Example

An Example is a piece of data and its annotation. For example, an image with label "house".

GoogleCloudDatalabelingV1beta1ExampleComparison

Example comparisons comparing ground truth output and predictions for a specific input.

GoogleCloudDatalabelingV1beta1ExportDataOperationMetadata

Metadata of an ExportData operation.

GoogleCloudDatalabelingV1beta1ExportDataOperationResponse

Response used for ExportDataset longrunning operation.

GoogleCloudDatalabelingV1beta1ExportDataRequest

Request message for ExportData API.

GoogleCloudDatalabelingV1beta1FeedbackMessage

A feedback message inside a feedback thread.

GoogleCloudDatalabelingV1beta1FeedbackThread

A feedback thread of a certain labeling task on a certain annotated dataset.

GoogleCloudDatalabelingV1beta1FeedbackThreadMetadata

GoogleCloudDatalabelingV1beta1GcsDestination

Export destination of the data.Only gcs path is allowed in output_uri.

GoogleCloudDatalabelingV1beta1GcsFolderDestination

Export folder destination of the data.

GoogleCloudDatalabelingV1beta1GcsSource

Source of the Cloud Storage file to be imported.

GoogleCloudDatalabelingV1beta1HumanAnnotationConfig

Configuration for how human labeling task should be done.

GoogleCloudDatalabelingV1beta1ImageBoundingPolyAnnotation

Image bounding poly annotation. It represents a polygon including bounding box in the image.

GoogleCloudDatalabelingV1beta1ImageClassificationAnnotation

Image classification annotation definition.

GoogleCloudDatalabelingV1beta1ImageClassificationConfig

Config for image classification human labeling task.

GoogleCloudDatalabelingV1beta1ImagePayload

Container of information about an image.

GoogleCloudDatalabelingV1beta1ImagePolylineAnnotation

A polyline for the image annotation.

GoogleCloudDatalabelingV1beta1ImageSegmentationAnnotation

Image segmentation annotation.

GoogleCloudDatalabelingV1beta1ImportDataOperationMetadata

Metadata of an ImportData operation.

GoogleCloudDatalabelingV1beta1ImportDataOperationResponse

Response used for ImportData longrunning operation.

GoogleCloudDatalabelingV1beta1ImportDataRequest

Request message for ImportData API.

GoogleCloudDatalabelingV1beta1InputConfig

The configuration of input data, including data type, location, etc.

GoogleCloudDatalabelingV1beta1Instruction

Instruction of how to perform the labeling task for human operators. Currently only PDF instruction is supported.

GoogleCloudDatalabelingV1beta1LabelImageBoundingBoxOperationMetadata

Details of a LabelImageBoundingBox operation metadata.

GoogleCloudDatalabelingV1beta1LabelImageBoundingPolyOperationMetadata

Details of LabelImageBoundingPoly operation metadata.

GoogleCloudDatalabelingV1beta1LabelImageClassificationOperationMetadata

Metadata of a LabelImageClassification operation.

GoogleCloudDatalabelingV1beta1LabelImageOrientedBoundingBoxOperationMetadata

Details of a LabelImageOrientedBoundingBox operation metadata.

GoogleCloudDatalabelingV1beta1LabelImagePolylineOperationMetadata

Details of LabelImagePolyline operation metadata.

GoogleCloudDatalabelingV1beta1LabelImageRequest

Request message for starting an image labeling task.

GoogleCloudDatalabelingV1beta1LabelImageSegmentationOperationMetadata

Details of a LabelImageSegmentation operation metadata.

GoogleCloudDatalabelingV1beta1LabelOperationMetadata

Metadata of a labeling operation, such as LabelImage or LabelVideo. Next tag: 23

GoogleCloudDatalabelingV1beta1LabelStats

Statistics about annotation specs.

GoogleCloudDatalabelingV1beta1LabelTextClassificationOperationMetadata

Details of a LabelTextClassification operation metadata.

GoogleCloudDatalabelingV1beta1LabelTextEntityExtractionOperationMetadata

Details of a LabelTextEntityExtraction operation metadata.

GoogleCloudDatalabelingV1beta1LabelTextRequest

Request message for LabelText.

GoogleCloudDatalabelingV1beta1LabelVideoClassificationOperationMetadata

Details of a LabelVideoClassification operation metadata.

GoogleCloudDatalabelingV1beta1LabelVideoEventOperationMetadata

Details of a LabelVideoEvent operation metadata.

GoogleCloudDatalabelingV1beta1LabelVideoObjectDetectionOperationMetadata

Details of a LabelVideoObjectDetection operation metadata.

GoogleCloudDatalabelingV1beta1LabelVideoObjectTrackingOperationMetadata

Details of a LabelVideoObjectTracking operation metadata.

GoogleCloudDatalabelingV1beta1LabelVideoRequest

Request message for LabelVideo.

GoogleCloudDatalabelingV1beta1ListAnnotatedDatasetsResponse

Results of listing annotated datasets for a dataset.

GoogleCloudDatalabelingV1beta1ListAnnotationSpecSetsResponse

Results of listing annotation spec set under a project.

GoogleCloudDatalabelingV1beta1ListDataItemsResponse

Results of listing data items in a dataset.

GoogleCloudDatalabelingV1beta1ListDatasetsResponse

Results of listing datasets within a project.

GoogleCloudDatalabelingV1beta1ListEvaluationJobsResponse

Results for listing evaluation jobs.

GoogleCloudDatalabelingV1beta1ListExamplesResponse

Results of listing Examples in and annotated dataset.

GoogleCloudDatalabelingV1beta1ListFeedbackMessagesResponse

Results for listing FeedbackMessages.

GoogleCloudDatalabelingV1beta1ListFeedbackThreadsResponse

Results for listing FeedbackThreads.

GoogleCloudDatalabelingV1beta1ListInstructionsResponse

Results of listing instructions under a project.

GoogleCloudDatalabelingV1beta1NormalizedBoundingPoly

Normalized bounding polygon.

GoogleCloudDatalabelingV1beta1NormalizedPolyline

Normalized polyline.

GoogleCloudDatalabelingV1beta1NormalizedVertex

A vertex represents a 2D point in the image. NOTE: the normalized vertex coordinates are relative to the original image and range from 0 to 1.

GoogleCloudDatalabelingV1beta1ObjectDetectionConfig

Config for video object detection human labeling task. Object detection will be conducted on the images extracted from the video, and those objects will be labeled with bounding boxes. User need to specify the number of images to be extracted per second as the extraction frame rate.

GoogleCloudDatalabelingV1beta1ObjectDetectionMetrics

Metrics calculated for an image object detection (bounding box) model.

GoogleCloudDatalabelingV1beta1ObjectTrackingConfig

Config for video object tracking human labeling task.

GoogleCloudDatalabelingV1beta1ObjectTrackingFrame

Video frame level annotation for object detection and tracking.

GoogleCloudDatalabelingV1beta1OperatorFeedbackMetadata

Metadata describing the feedback from the operator.

GoogleCloudDatalabelingV1beta1OperatorMetadata

General information useful for labels coming from contributors.

GoogleCloudDatalabelingV1beta1OutputConfig

The configuration of output data.

GoogleCloudDatalabelingV1beta1PauseEvaluationJobRequest

Request message for PauseEvaluationJob.

GoogleCloudDatalabelingV1beta1PdfInstruction

Instruction from a PDF file.

GoogleCloudDatalabelingV1beta1Polyline

A line with multiple line segments.

GoogleCloudDatalabelingV1beta1PolylineConfig

Config for image polyline human labeling task.

GoogleCloudDatalabelingV1beta1PrCurve

GoogleCloudDatalabelingV1beta1RequesterFeedbackMetadata

Metadata describing the feedback from the labeling task requester.

GoogleCloudDatalabelingV1beta1ResumeEvaluationJobRequest

Request message ResumeEvaluationJob.

GoogleCloudDatalabelingV1beta1Row

A row in the confusion matrix. Each entry in this row has the same ground truth label.

GoogleCloudDatalabelingV1beta1SearchEvaluationsResponse

Results of searching evaluations.

GoogleCloudDatalabelingV1beta1SearchExampleComparisonsRequest

Request message of SearchExampleComparisons.

GoogleCloudDatalabelingV1beta1SearchExampleComparisonsResponse

Results of searching example comparisons.

GoogleCloudDatalabelingV1beta1SegmentationConfig

Config for image segmentation

GoogleCloudDatalabelingV1beta1SentimentConfig

Config for setting up sentiments.

GoogleCloudDatalabelingV1beta1SequentialSegment

Start and end position in a sequence (e.g. text segment).

GoogleCloudDatalabelingV1beta1TextClassificationAnnotation

Text classification annotation.

GoogleCloudDatalabelingV1beta1TextClassificationConfig

Config for text classification human labeling task.

GoogleCloudDatalabelingV1beta1TextEntityExtractionAnnotation

Text entity extraction annotation.

GoogleCloudDatalabelingV1beta1TextEntityExtractionConfig

Config for text entity extraction human labeling task.

GoogleCloudDatalabelingV1beta1TextMetadata

Metadata for the text.

GoogleCloudDatalabelingV1beta1TextPayload

Container of information about a piece of text.

GoogleCloudDatalabelingV1beta1TimeSegment

A time period inside of an example that has a time dimension (e.g. video).

GoogleCloudDatalabelingV1beta1Vertex

A vertex represents a 2D point in the image. NOTE: the vertex coordinates are in the same scale as the original image.

GoogleCloudDatalabelingV1beta1VideoClassificationAnnotation

Video classification annotation.

GoogleCloudDatalabelingV1beta1VideoClassificationConfig

Config for video classification human labeling task. Currently two types of video classification are supported:

Assign labels on the entire video. 2. Split the video into multiple video clips based on camera shot, and assign labels on each video clip.

GoogleCloudDatalabelingV1beta1VideoEventAnnotation

Video event annotation.

GoogleCloudDatalabelingV1beta1VideoObjectTrackingAnnotation

Video object tracking annotation.

GoogleCloudDatalabelingV1beta1VideoPayload

Container of information of a video.

GoogleCloudDatalabelingV1beta1VideoThumbnail

Container of information of a video thumbnail.

GoogleCloudDatalabelingV1p1alpha1CreateInstructionMetadata

Metadata of a CreateInstruction operation.

GoogleCloudDatalabelingV1p1alpha1ExportDataOperationMetadata

Metadata of an ExportData operation.

GoogleCloudDatalabelingV1p1alpha1ExportDataOperationResponse

Response used for ExportDataset longrunning operation.

GoogleCloudDatalabelingV1p1alpha1GcsDestination

Export destination of the data.Only gcs path is allowed in output_uri.

GoogleCloudDatalabelingV1p1alpha1GcsFolderDestination

Export folder destination of the data.

GoogleCloudDatalabelingV1p1alpha1GenerateAnalysisReportOperationMetadata

Metadata of an GenerateAnalysisReport operation.

GoogleCloudDatalabelingV1p1alpha1HumanAnnotationConfig

Configuration for how human labeling task should be done.

GoogleCloudDatalabelingV1p1alpha1ImportDataOperationMetadata

Metadata of an ImportData operation.

GoogleCloudDatalabelingV1p1alpha1ImportDataOperationResponse

Response used for ImportData longrunning operation.

GoogleCloudDatalabelingV1p1alpha1LabelImageBoundingBoxOperationMetadata

Details of a LabelImageBoundingBox operation metadata.

GoogleCloudDatalabelingV1p1alpha1LabelImageBoundingPolyOperationMetadata

Details of LabelImageBoundingPoly operation metadata.

GoogleCloudDatalabelingV1p1alpha1LabelImageClassificationOperationMetadata

Metadata of a LabelImageClassification operation.

GoogleCloudDatalabelingV1p1alpha1LabelImageOrientedBoundingBoxOperationMetadata

Details of a LabelImageOrientedBoundingBox operation metadata.

GoogleCloudDatalabelingV1p1alpha1LabelImagePolylineOperationMetadata

Details of LabelImagePolyline operation metadata.

GoogleCloudDatalabelingV1p1alpha1LabelImageSegmentationOperationMetadata

Details of a LabelImageSegmentation operation metadata.

GoogleCloudDatalabelingV1p1alpha1LabelOperationMetadata

Metadata of a labeling operation, such as LabelImage or LabelVideo. Next tag: 23

GoogleCloudDatalabelingV1p1alpha1LabelStats

Statistics about annotation specs.

GoogleCloudDatalabelingV1p1alpha1LabelTextClassificationOperationMetadata

Details of a LabelTextClassification operation metadata.

GoogleCloudDatalabelingV1p1alpha1LabelTextEntityExtractionOperationMetadata

Details of a LabelTextEntityExtraction operation metadata.

GoogleCloudDatalabelingV1p1alpha1LabelVideoClassificationOperationMetadata

Details of a LabelVideoClassification operation metadata.

GoogleCloudDatalabelingV1p1alpha1LabelVideoEventOperationMetadata

Details of a LabelVideoEvent operation metadata.

GoogleCloudDatalabelingV1p1alpha1LabelVideoObjectDetectionOperationMetadata

Details of a LabelVideoObjectDetection operation metadata.

GoogleCloudDatalabelingV1p1alpha1LabelVideoObjectTrackingOperationMetadata

Details of a LabelVideoObjectTracking operation metadata.

GoogleCloudDatalabelingV1p1alpha1OutputConfig

The configuration of output data.

GoogleCloudDatalabelingV1p2alpha1CreateInstructionMetadata

Metadata of a CreateInstruction operation.

GoogleCloudDatalabelingV1p2alpha1ExportDataOperationMetadata

Metadata of an ExportData operation.

GoogleCloudDatalabelingV1p2alpha1ExportDataOperationResponse

Response used for ExportDataset longrunning operation.

GoogleCloudDatalabelingV1p2alpha1GcsDestination

Export destination of the data.Only gcs path is allowed in output_uri.

GoogleCloudDatalabelingV1p2alpha1GcsFolderDestination

Export folder destination of the data.

GoogleCloudDatalabelingV1p2alpha1HumanAnnotationConfig

Configuration for how human labeling task should be done.

GoogleCloudDatalabelingV1p2alpha1ImportDataOperationMetadata

Metadata of an ImportData operation.

GoogleCloudDatalabelingV1p2alpha1ImportDataOperationResponse

Response used for ImportData longrunning operation.

GoogleCloudDatalabelingV1p2alpha1LabelImageBoundingBoxOperationMetadata

Details of a LabelImageBoundingBox operation metadata.

GoogleCloudDatalabelingV1p2alpha1LabelImageBoundingPolyOperationMetadata

Details of LabelImageBoundingPoly operation metadata.

GoogleCloudDatalabelingV1p2alpha1LabelImageClassificationOperationMetadata

Metadata of a LabelImageClassification operation.

GoogleCloudDatalabelingV1p2alpha1LabelImageOrientedBoundingBoxOperationMetadata

Details of a LabelImageOrientedBoundingBox operation metadata.

GoogleCloudDatalabelingV1p2alpha1LabelImagePolylineOperationMetadata

Details of LabelImagePolyline operation metadata.

GoogleCloudDatalabelingV1p2alpha1LabelImageSegmentationOperationMetadata

Details of a LabelImageSegmentation operation metadata.

GoogleCloudDatalabelingV1p2alpha1LabelOperationMetadata

Metadata of a labeling operation, such as LabelImage or LabelVideo. Next tag: 23

GoogleCloudDatalabelingV1p2alpha1LabelStats

Statistics about annotation specs.

GoogleCloudDatalabelingV1p2alpha1LabelTextClassificationOperationMetadata

Details of a LabelTextClassification operation metadata.

GoogleCloudDatalabelingV1p2alpha1LabelTextEntityExtractionOperationMetadata

Details of a LabelTextEntityExtraction operation metadata.

GoogleCloudDatalabelingV1p2alpha1LabelVideoClassificationOperationMetadata

Details of a LabelVideoClassification operation metadata.

GoogleCloudDatalabelingV1p2alpha1LabelVideoEventOperationMetadata

Details of a LabelVideoEvent operation metadata.

GoogleCloudDatalabelingV1p2alpha1LabelVideoObjectDetectionOperationMetadata

Details of a LabelVideoObjectDetection operation metadata.

GoogleCloudDatalabelingV1p2alpha1LabelVideoObjectTrackingOperationMetadata

Details of a LabelVideoObjectTracking operation metadata.

GoogleCloudDatalabelingV1p2alpha1OutputConfig

The configuration of output data.

GoogleLongrunningListOperationsResponse

The response message for Operations.ListOperations.

GoogleLongrunningOperation

This resource represents a long-running operation that is the result of a network API call.

GoogleProtobufEmpty

A generic empty message that you can re-use to avoid defining duplicated empty messages in your APIs. A typical example is to use it as the request or the response type of an API method. For instance: service Foo { rpc Bar(google.protobuf.Empty) returns (google.protobuf.Empty); }

GoogleRpcStatus

The Status type defines a logical error model that is suitable for different programming environments, including REST APIs and RPC APIs. It is used by gRPC. Each Status message contains three pieces of data: error code, error message, and error details. You can find out more about this error model and how to work with it in the API Design Guide.